johnmartinsson/bird-species-classification
Using convolutional neural networks to build and train a bird species classifier on bird song data with corresponding species labels.
PythonMIT
Issues
- 0
- 0
Missing import matplotlib.pyplot as plt
#52 opened by Sukanyasingh3 - 0
Bird Package
#47 opened by bradleyroos2024 - 3
weight files seems to be missing
#28 opened by subhadeepkaran - 3
Version of the pre-requisites
#29 opened by subhadeepkaran - 3
Wrong variable in preprocess_birdclef.py
#23 opened by julj - 0
Rewrite to follow Keras 2.0 API
#26 opened by johnmartinsson - 0
Explain arguments for scripts.
#25 opened by johnmartinsson - 1
ValueError in create_dataset.py
#24 opened by julj - 2
No argument parsing in preprocess_birdclef.py
#22 opened by julj - 2
Normalize Input Data
#15 opened by johnmartinsson - 0
Identity Mappings
#7 opened by johnmartinsson - 0
- 0
Residual Functions
#6 opened by johnmartinsson - 0
Bird Classifier Evaluation
#9 opened by johnmartinsson - 0
Residual Network Model
#11 opened by johnmartinsson - 0
Explain Weight Initialization
#14 opened by johnmartinsson - 0
Write tests
#17 opened by johnmartinsson - 0
Thesis Introduction
#18 opened by johnmartinsson - 0
Thesis Methods
#21 opened by johnmartinsson - 0
Thesis Abstract
#19 opened by johnmartinsson - 0
Thesis Previous Work
#20 opened by johnmartinsson - 1
Baseline Evaluation
#5 opened by johnmartinsson - 1
Pitch Shift Data Augmentation
#4 opened by johnmartinsson - 1
Time Shift Data Augmentation
#2 opened by johnmartinsson - 1
Same Class and Noise Addition
#3 opened by johnmartinsson - 2
Compute Spectrogram Correctly
#16 opened by johnmartinsson - 2
Signal / Noise Separation
#1 opened by johnmartinsson - 1
Divide Spectrograms into Chunks
#13 opened by johnmartinsson - 0
Baseline Network Model
#10 opened by johnmartinsson - 1
Tutorial Model
#12 opened by johnmartinsson